Unpredictable structural failure of critical assets due to environmental stressors like rainfall and seismic activity. Accurate risk identification prevents catastrophic service interruptions and asset destruction.

Current monitoring systems fail to provide timely alerts for slope failures and water-induced pipeline damage. Rapid detection prevents catastrophic infrastructure loss and environmental contamination.

Inaccurate assessment of environmental threats like dike breaches, slope collapses, and glacial lake outbursts leads to catastrophic infrastructure damage. Early detection of these failure modes prevents sudden asset loss.